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Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models — Application to the detection of anomalous crop development

Florian Mouret, Mohanad Albughdadi, Sylvie Duthoit, Denis Kouamé, Guillaume Rieu, Jean‐Yves Tourneret

2022Computers and Electronics in Agriculture25 citationsDOI

Topics & Concepts

OutlierMixture modelComputer scienceMultispectral imageRobustness (evolution)Anomaly detectionPattern recognition (psychology)Missing dataArtificial intelligenceImputation (statistics)Synthetic aperture radarMathematicsData miningMachine learningBiochemistryGeneChemistryRemote Sensing in AgricultureSpectroscopy and Chemometric AnalysesRemote-Sensing Image Classification
Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models — Application to the detection of anomalous crop development | Litcius